---
title: "Discussion on \"From Local to Live: Deploying an Audio Transcription & Translation App Using Streamlit, Docker, and GitHub Actions\" | Hashnode"
description: "Discussion on \"From Local to Live: Deploying an Audio Transcription & Translation App Using Streamlit, Docker, and GitHub Actions\". 🧠 Introduction\nIn this blog post, I’ll walk you through how I built, containerized, and deployed a real-time audio transcription and translation app using:\n\n🎧 Streamlit for the frontend\n\n🤖 OpenAI Whisper API for transcription\n\n🌐 Translation API f..."
url: "https://hashnode.com/posts/from-local-to-live-deploying-an-audio-transcription-and-translation-app-using-streamlit-docker-and-github-actions/687407e9bc80070e2d14be59"
---

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# [From Local to Live: Deploying an Audio Transcription & Translation App Using Streamlit, Docker, and GitHub Actions](https://krish27.hashnode.dev/from-local-to-live-deploying-an-audio-transcription-and-translation-app-using-streamlit-docker-and-github-actions?utm_source=hashnode&utm_medium=feed)

🧠 Introduction In this blog post, I’ll walk you through how I built, containerized, and deployed a real-time audio transcription and translation app using: 🎧 Streamlit for the frontend 🤖 OpenAI Whisper API for transcription 🌐 Translation API f...

Jul 13, 2025 · 6 min read · krish27.hashnode.dev  
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## Written by

[Krishnat Ramchandra Hogale](https://hashnode.com/@krish27)

@krish27 · Pune

  
[View profile](https://hashnode.com/@krish27)

DevOps and Automation Engineer

I am an Information Technology Analyst at NTT DATA North America, where I specialize in DevOps, automation testing, and cloud-native deployments. Over the past 3 years, I’ve built CI/CD pipelines, test automation frameworks, and Generative AI solutions that help organizations streamline their workflows and improve efficiency. My Background - I studied at the Indian Institute of Technology, Patna. - Since July 2022, I’ve been contributing to projects at NTT DATA North America. My Skills - Automation Testing: REST API and UI automation using Java, Selenium, REST Assured, TestNG. - DevOps Tools: GitHub Actions, Jenkins, Docker, Terraform, Kubernetes, Azure DevOps, AWS. - Programming: Proficient in Python and Java. - Cloud & Microservices: Deploying Python-based applications on AWS EC2, integrating with MySQL and OpenAI APIs. - Monitoring & Performance: Experienced with Datadog, Grafana, JMeter, Gatling. My Achievements - Improved test efficiency by 40% through automation frameworks. - Led Generative AI initiatives, including prompt engineering, LangChain workflows, and retrieval-augmented generation (RAG) systems. - Enhanced application performance by 10% through API call caching and load testing. My Professional Presence I am active on LinkedIn, where I have over 4,000 followers and 500+ connections

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